On querying connected components in large temporal graphs

H **e, Y Fang, Y **a, W Luo, C Ma - … of the ACM on Management of Data, 2023 - dl.acm.org
In this paper, for the first time, we introduce the concepts of window-CCs and window-SCCs
on undirected and directed temporal graphs, respectively. We then study the queries of …

Constant-time Connectivity Querying in Dynamic Graphs

L Xu, D Wen, L Qin, R Li, Y Zhang, X Lin - … of the ACM on Management of …, 2024 - dl.acm.org
Connectivity query processing is a fundamental problem in graph processing. Given an
undirected graph and two query vertices, the problem aims to identify whether they are …

Evolution Forest Index: Towards Optimal Temporal k-Core Component Search via Time-Topology Isomorphic Computation

J Yang, M Zhong, Y Zhu, T Qian, M Liu… - Proceedings of the VLDB …, 2024 - dl.acm.org
For a temporal graph like transaction network, finding a densely connected subgraph that
contains a vertex like a suspicious account during a period is valuable. Thus, we study the …

Efficient algorithms for reachability and path queries on temporal bipartite graphs

K Wang, M Cai, X Chen, X Lin, W Zhang, L Qin… - The VLDB Journal, 2024 - Springer
Bipartite graphs are naturally used to model relationships between two types of entities,
such as people-location, user-post, and investor-stock. When modeling real-world …

Querying Structural Diversity in Streaming Graphs

K Chen, D Wen, W Zhang, Y Zhang, X Wang… - Proceedings of the VLDB …, 2024 - dl.acm.org
Structural diversity of a vertex refers to the diversity of connections within its neighborhood
and has been applied in various fields such as viral marketing and user engagement. The …

Bursting Flow Query on Large Temporal Flow Networks

L Xu, J Jiang, B Choi, J Xu, B He - … of the ACM on Management of Data, 2025 - dl.acm.org
Recently, queries that find bursting patterns in temporal graph data have received
increasing research attention. In particular, finding the flow in temporal networks whose flow …

On Querying Historical Connectivity in Temporal Graphs

J Song, D Wen, L Xu, L Qin, W Zhang… - Proceedings of the ACM on …, 2024 - dl.acm.org
We study the historical connectivity query in temporal graphs where edges continuously
arrive. Given an arbitrary time window, and two query vertices, the problem aims to identify if …

Private Reachability Queries on Structured Encrypted Temporal Bipartite Graphs

Y Wu, L Chen, G Chen, Y Mu… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
A temporal bipartite graph is a graph model that incorporates time-related information into its
edges, making it suitable for modeling real-world phenomena like disease outbreaks …

Efficient Historical Butterfly Counting in Large Temporal Bipartite Networks via Graph Structure-aware Index

Q Mang, J Chen, H Zhou, Y Gao, Y Zhou… - arxiv preprint arxiv …, 2024 - arxiv.org
Bipartite graphs are ubiquitous in many domains, eg, e-commerce platforms, social
networks, and academia, by modeling interactions between distinct entity sets. Within these …

Efficient Reachability Ratio Computation for 2-Hop Labeling Scheme

X Tang, J Zhou, Y Shi, X Liu, L Kong - Electronics, 2023 - mdpi.com
Reachability queries processing has been extensively studied during the past decades.
Many approaches have followed the line of designing 2-hop labels to ensure acceleration …